Top Machine Learning Model Development Firms

Machine learning model development firms build predictive and classification models trained on a client's own data: demand forecasts, churn and credit-risk scores, fraud detection, defect detection from images and document classification. The work spans data preparation, feature engineering, model selection and training, evaluation against a baseline and deployment into production. Companies hire one when they have the use case and the data but no data science team, or when a notebook prototype must run reliably in production.

Ask each company below what metric past models were judged on and what they beat, how data that cannot leave your environment is handled, and whether they deploy and monitor or stop at a trained file.

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We evaluate companies on verified profile data: services, pricing, locations, and portfolio. Client reviews are being collected. We may earn a fee for some placements. How we rank and verify

List of the Best Machine Learning Model Development Agencies

  1. Is this your business? Become an Edverise partner & Claim Now

    At Idexcel, our mission is to "co-create value" for our clients by utilizing our expertise in IT services, business solutions, and outsourcing. Our core principles are FOCUS, SERVICE, ETHICS, and EXCELLENCE. FOCUS emphasizes our unwavering commitment to understanding our clients' businesses and th


    Highlights

    250-999

    Employees

    Herndon, Virginia, Us

    Services Provided+2 Services
    27% Custom Web Application Development
    7% QA & Software Testing
    16% Machine Learning Model Development
    12% Robotic Process Automation (RPA)
    AI Summary

    “Idexcel delivers tailored IT services, business solutions, and outsourcing globally, emphasizing client-focused innovation, ethical practices, and excellence to enhance operational efficiency and value.”

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    Soft Tech Group is a company that specializes in AI-driven solutions, providing production-ready AI systems that prioritize accuracy, reliability, and tangible business value. We enable organizations to improve their operations, make better decisions, and discover new growth opportunities by offerin


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+3 Services
    20% AI Strategy & Roadmap Consulting
    20% Machine Learning Model Development
    15% AI Agent & Multi-Agent System Development
    15% Generative AI
    AI Summary

    “Soft Tech Group excels in AI & Automation, offering AI Strategy & Roadmap Consulting and Generative AI services, along with BI & Big Data Consulting and Data Annotation Services. Their AI-driven solutions enable organizations to leverage advanced analytics and intelligent automation.”

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    Synaphis empowers businesses to enhance their growth through artificial intelligence, cloud computing, web and mobile development, and tailored software solutions. Established by engineers and partners with extensive experience in the US tech sector, we function as a distributed technology company t


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+3 Services
    20% Mobile App Development (iOS & Android)
    30% Custom Web Application Development
    10% AI Strategy & Roadmap Consulting
    8% BI & Big Data Consulting & SI
    AI Summary

    “Synaphis delivers AI-driven software development, cloud computing, and outsourced support services, enabling businesses to innovate, scale efficiently, and achieve sustained growth through tailored technology solutions.”

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    Fintelics is a company focused on custom software development and consulting, with a particular emphasis on the integration of cutting-edge technologies such as AI, Blockchain, and Cloud solutions. Recognized as an AWS Advanced Tier Consulting Partner, the firm is led by a recipient of the Canada De


    Highlights

    $25,000+

    Min Project Size

    10-49

    Employees

    Toronto, Ontario, Ca

    Services Provided+2 Services
    35% Custom Web Application Development
    15% Mobile App Development (iOS & Android)
    13% Generative AI
    15% AI Strategy & Roadmap Consulting
    AI Summary

    “Fintelics Technology Inc. specializes in custom software development and consulting, integrating AI, Blockchain, and Cloud solutions with recognized industry expertise and award-winning leadership.”

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    Zoolatech offers exceptional engineering services, catering to both team augmentation and full product delivery, and is trusted by both startups and Fortune 500 companies globally. Our operational models include team augmentation, dedicated teams, and comprehensive managed delivery. We have global d


    Highlights

    $50,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    250-999

    Employees

    Miami, Florida, Us

    Services Provided+8 Services
    10% Backend Development
    5% ERP & CRM Development
    8% Mobile App Development (iOS & Android)
    5% Legacy System Modernization
    AI Summary

    “Zoolatech delivers engineering services globally across multiple industries, providing team augmentation and full product delivery with a security-first, flexible, and reliable approach.”

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    ► OUR SERVICES ◄ One Team US is a technology company based in the USA that offers various services and has received notable ► CERTIFICATIONS ◄ ✓ Certified Women Business Enterprise (WBENC) ✓ Minority Supplier Development Council (MMSDC) ✓ E-Verify certified ✓ Magento eCommerce Certified ✓ Registered


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Troy, Michigan, Us

    Services Provided+6 Services
    3% Legacy System Modernization
    6% Mobile App Development (iOS & Android)
    10% E-Commerce Development
    6% Custom Web Application Development
    AI Summary

    “One Team US LLC delivers customized hardware and software solutions for diverse industries, leveraging skilled teams and partnerships to transform ideas into optimized technology products since 2010.”

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    Synergy Codes is a technology firm that focuses on creating diagram and workflow interfaces for products that involve intricate logic, real-time data, and interdependencies. Established in 2011 in Wrocław, Poland, we develop diagram editors, workflow editors, product configurators, and automation to


    Highlights

    $5,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    50-249

    Employees

    Pl

    Services Provided
    30% BI & Big Data Consulting & SI
    30% Software Development Services
    30% Product UX Strategy
    10% Machine Learning Model Development
    AI Summary

    “The company demonstrates advanced capabilities in AI & Automation by developing Custom AI Chatbots, Machine Learning models, Conversational AI, and Computer Vision solutions that enhance workflow automation and decision-making processes.”

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    Appinventiv is a global leader in custom software and mobile app development, transforming innovative concepts into groundbreaking products through digital-first solutions. Recognized as the Tech Company of the Year by Times Group and acknowledged as a leader in AI product engineering and digital tr


    Highlights

    $50,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    1000-9999

    Employees

    Services Provided+3 Services
    30% Mobile App Development (iOS & Android)
    15% Custom Web Application Development
    5% API Development & Integration
    20% Custom AI Chatbot Development
    AI Summary

    “Appinventiv is a global leader in custom software and mobile app development, specializing in AI, digital transformation, and innovative solutions for startups and Fortune 500 clients.”

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    SATVA collaborates with companies to create systems (including web and mobile applications) that enhance their daily operational efficiency. We have built tools, mobile applications, and comprehensive systems across various sectors, including Finance, Construction, Entertainment, Healthcare, Transpo


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Stanmore, England, Gb

    Services Provided+8 Services
    8% Backend Development
    10% Mobile App Development (iOS & Android)
    5% ERP & CRM Development
    5% SaaS Product Development
    AI Summary

    “SATVA Softech develops web and mobile applications across diverse sectors like finance, healthcare, and education, enhancing operational efficiency through agile, quality-driven software solutions.”

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